SOTAVerified

Synthetic Data Generation

The generation of tabular data by any means possible.

Papers

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Showing 131–140 of 822 papers

TitleStatusHype
Characterization and Greedy Learning of Gaussian Structural Causal Models under Unknown InterventionsCode1
Generating Synthetic Handwritten Historical Documents With OCR Constrained GANsCode1
Generating tabular datasets under differential privacyCode1
GLiNER-BioMed: A Suite of Efficient Models for Open Biomedical Named Entity RecognitionCode1
Controllable 3D Generative Adversarial Face Model via Disentangling Shape and AppearanceCode1
CorGAN: Correlation-Capturing Convolutional Generative Adversarial Networks for Generating Synthetic Healthcare RecordsCode1
A Comprehensive Survey of Synthetic Tabular Data GenerationCode1
Generating Traffic Scenarios via In-Context Learning to Learn Better Motion PlannerCode1
Copula-based synthetic data augmentation for machine-learning emulatorsCode1
LEyes: A Lightweight Framework for Deep Learning-Based Eye Tracking using Synthetic Eye ImagesCode1
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All datasetsUCI Epileptic Seizure RecognitionUNSW-NB15

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1corGANAUROC0.92—Unverified
2GANAUROC0.87—Unverified
#ModelMetricClaimedVerifiedStatus
1kiNETGANEMD0.07—Unverified
2CTGANEMD0.07—Unverified